2 papers
cs.NE2024
Deep Oscillatory Neural Network
Nurani Rajagopal Rohan, Vigneswaran C, Sayan Ghosh +3
We propose a novel, brain-inspired deep neural network model known as the Deep Oscillatory Neural Network (DONN). Deep neural networks like the Recurrent Neural Networks indeed pos…
q-bio.NC2024
Chaotic Oscillatory Associative Memory
Nurani Rajagopal Rohan, V. Srinivasa Chakravarthy, Sayan Gupta
Associative memory models retrieve stored information through content-based addressing, mimicking the neural processes of animal brains. The classical Hopfield network-based models…